Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3678 |
| Missing cells | 6835 |
| Missing cells (%) | 8.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 632.1 B |
Variable types
| Categorical | 10 |
|---|---|
| Text | 3 |
| Numeric | 10 |
area is highly overall correlated with bathroom and 5 other fields | High correlation |
balcony is highly overall correlated with bathroom and 1 other fields | High correlation |
bathroom is highly overall correlated with area and 6 other fields | High correlation |
bedRoom is highly overall correlated with area and 5 other fields | High correlation |
built_up_area is highly overall correlated with area and 4 other fields | High correlation |
carpet_area is highly overall correlated with area and 5 other fields | High correlation |
facing is highly overall correlated with built_up_area | High correlation |
floorNum is highly overall correlated with property_type | High correlation |
price is highly overall correlated with area and 7 other fields | High correlation |
price_per_sqft is highly overall correlated with price | High correlation |
property_type is highly overall correlated with bedRoom and 2 other fields | High correlation |
servant room is highly overall correlated with bathroom and 1 other fields | High correlation |
super_built_up_area is highly overall correlated with area and 7 other fields | High correlation |
store room is highly imbalanced (55.7%) | Imbalance |
floorNum has 143 (3.9%) missing values | Missing |
facing has 1045 (28.4%) missing values | Missing |
super_built_up_area has 1802 (49.0%) missing values | Missing |
built_up_area has 1987 (54.0%) missing values | Missing |
carpet_area has 1806 (49.1%) missing values | Missing |
area is highly skewed (γ1 = 29.73502311) | Skewed |
built_up_area is highly skewed (γ1 = 40.71859279) | Skewed |
carpet_area is highly skewed (γ1 = 24.33323909) | Skewed |
luxury_score has 462 (12.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-01-21 03:35:04.351883 |
|---|---|
| Analysis finished | 2024-01-21 03:35:13.408404 |
| Duration | 9.06 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
property_type
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 248.7 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2335508 |
| Min length | 4 |
Characters and Unicode
| Total characters | 15571 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | flat |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2819 | |
| house | 859 | 23.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2819 | |
| house | 859 | 23.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2819 | |
| l | 2819 | |
| a | 2819 | |
| t | 2819 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15571 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2819 | |
| l | 2819 | |
| a | 2819 | |
| t | 2819 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15571 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2819 | |
| l | 2819 | |
| a | 2819 | |
| t | 2819 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15571 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2819 | |
| l | 2819 | |
| a | 2819 | |
| t | 2819 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
society
Text
| Distinct | 676 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 294.0 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.867827 |
| Min length | 1 |
Characters and Unicode
| Total characters | 62023 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 308 ? |
|---|---|
| Unique (%) | 8.4% |
Sample
| 1st row | vatika gurgaon |
|---|---|
| 2nd row | rof aalayas |
| 3rd row | bestech park view residency |
| 4th row | la vida by tata housing |
| 5th row | m3m heights |
| Value | Count | Frequency (%) |
| independent | 491 | 5.1% |
| the | 350 | 3.6% |
| dlf | 220 | 2.3% |
| park | 209 | 2.2% |
| city | 166 | 1.7% |
| emaar | 155 | 1.6% |
| global | 153 | 1.6% |
| m3m | 152 | 1.6% |
| signature | 150 | 1.5% |
| heights | 134 | 1.4% |
| Other values (783) | 7499 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6712 | 10.8% |
| 6004 | 9.7% | |
| a | 5861 | 9.4% |
| r | 4172 | 6.7% |
| n | 4164 | 6.7% |
| i | 3831 | 6.2% |
| t | 3719 | 6.0% |
| s | 3473 | 5.6% |
| l | 2944 | 4.7% |
| o | 2755 | 4.4% |
| Other values (31) | 18388 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55474 | |
| Space Separator | 6004 | 9.7% |
| Decimal Number | 527 | 0.8% |
| Other Punctuation | 10 | < 0.1% |
| Dash Punctuation | 8 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6712 | |
| a | 5861 | 10.6% |
| r | 4172 | 7.5% |
| n | 4164 | 7.5% |
| i | 3831 | 6.9% |
| t | 3719 | 6.7% |
| s | 3473 | 6.3% |
| l | 2944 | 5.3% |
| o | 2755 | 5.0% |
| d | 2489 | 4.5% |
| Other values (16) | 15354 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 207 | |
| 2 | 82 | 15.6% |
| 1 | 75 | 14.2% |
| 6 | 56 | 10.6% |
| 8 | 32 | 6.1% |
| 4 | 19 | 3.6% |
| 5 | 17 | 3.2% |
| 9 | 13 | 2.5% |
| 0 | 13 | 2.5% |
| 7 | 13 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 7 | |
| / | 2 | 20.0% |
| . | 1 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 6004 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 55474 | |
| Common | 6549 | 10.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6712 | |
| a | 5861 | 10.6% |
| r | 4172 | 7.5% |
| n | 4164 | 7.5% |
| i | 3831 | 6.9% |
| t | 3719 | 6.7% |
| s | 3473 | 6.3% |
| l | 2944 | 5.3% |
| o | 2755 | 5.0% |
| d | 2489 | 4.5% |
| Other values (16) | 15354 |
Common
| Value | Count | Frequency (%) |
| 6004 | ||
| 3 | 207 | 3.2% |
| 2 | 82 | 1.3% |
| 1 | 75 | 1.1% |
| 6 | 56 | 0.9% |
| 8 | 32 | 0.5% |
| 4 | 19 | 0.3% |
| 5 | 17 | 0.3% |
| 9 | 13 | 0.2% |
| 0 | 13 | 0.2% |
| Other values (5) | 31 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 62023 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6712 | 10.8% |
| 6004 | 9.7% | |
| a | 5861 | 9.4% |
| r | 4172 | 6.7% |
| n | 4164 | 6.7% |
| i | 3831 | 6.2% |
| t | 3719 | 6.0% |
| s | 3473 | 5.6% |
| l | 2944 | 4.7% |
| o | 2755 | 4.4% |
| Other values (31) | 18388 |
sector
Text
| Distinct | 115 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.9 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 9.3175639 |
| Min length | 3 |
Characters and Unicode
| Total characters | 34270 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | sector 83 |
|---|---|
| 2nd row | sector 102 |
| 3rd row | sector 2 |
| 4th row | sector 113 |
| 5th row | sector 65 |
| Value | Count | Frequency (%) |
| sector | 3449 | |
| road | 178 | 2.4% |
| sohna | 166 | 2.2% |
| 85 | 108 | 1.5% |
| 102 | 106 | 1.4% |
| 92 | 100 | 1.4% |
| 69 | 93 | 1.3% |
| 90 | 88 | 1.2% |
| 81 | 87 | 1.2% |
| 65 | 87 | 1.2% |
| Other values (107) | 2923 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3804 | |
| 3707 | ||
| s | 3694 | |
| r | 3694 | |
| e | 3548 | |
| c | 3500 | |
| t | 3460 | |
| 1 | 1074 | 3.1% |
| 0 | 802 | 2.3% |
| 8 | 780 | 2.3% |
| Other values (21) | 6207 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23306 | |
| Decimal Number | 7257 | 21.2% |
| Space Separator | 3707 | 10.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 3804 | |
| s | 3694 | |
| r | 3694 | |
| e | 3548 | |
| c | 3500 | |
| t | 3460 | |
| a | 698 | 3.0% |
| d | 248 | 1.1% |
| n | 230 | 1.0% |
| h | 203 | 0.9% |
| Other values (10) | 227 | 1.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1074 | |
| 0 | 802 | |
| 8 | 780 | |
| 9 | 762 | |
| 6 | 741 | |
| 7 | 682 | |
| 2 | 678 | |
| 3 | 663 | |
| 5 | 592 | |
| 4 | 483 |
Space Separator
| Value | Count | Frequency (%) |
| 3707 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23306 | |
| Common | 10964 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 3804 | |
| s | 3694 | |
| r | 3694 | |
| e | 3548 | |
| c | 3500 | |
| t | 3460 | |
| a | 698 | 3.0% |
| d | 248 | 1.1% |
| n | 230 | 1.0% |
| h | 203 | 0.9% |
| Other values (10) | 227 | 1.0% |
Common
| Value | Count | Frequency (%) |
| 3707 | ||
| 1 | 1074 | 9.8% |
| 0 | 802 | 7.3% |
| 8 | 780 | 7.1% |
| 9 | 762 | 7.0% |
| 6 | 741 | 6.8% |
| 7 | 682 | 6.2% |
| 2 | 678 | 6.2% |
| 3 | 663 | 6.0% |
| 5 | 592 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34270 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 3804 | |
| 3707 | ||
| s | 3694 | |
| r | 3694 | |
| e | 3548 | |
| c | 3500 | |
| t | 3460 | |
| 1 | 1074 | 3.1% |
| 0 | 802 | 2.3% |
| 8 | 780 | 2.3% |
| Other values (21) | 6207 |
price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 473 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5332177 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.95 |
| median | 1.52 |
| Q3 | 2.75 |
| 95-th percentile | 8.5 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 2.9803386 |
|---|---|
| Coefficient of variation (CV) | 1.1765031 |
| Kurtosis | 14.937313 |
| Mean | 2.5332177 |
| Median Absolute Deviation (MAD) | 0.72 |
| Skewness | 3.2796187 |
| Sum | 9274.11 |
| Variance | 8.8824181 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 80 | 2.2% |
| 1.5 | 64 | 1.7% |
| 1.2 | 64 | 1.7% |
| 0.9 | 64 | 1.7% |
| 1.1 | 62 | 1.7% |
| 1.4 | 60 | 1.6% |
| 1.3 | 57 | 1.5% |
| 2 | 52 | 1.4% |
| 0.95 | 52 | 1.4% |
| 1.6 | 48 | 1.3% |
| Other values (463) | 3058 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 8 | |
| 0.21 | 6 | |
| 0.22 | 8 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 6 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2651 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13890.407 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4716 |
| Q1 | 6815 |
| median | 9020 |
| Q3 | 13878 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 7063 |
Descriptive statistics
| Standard deviation | 23207.3 |
|---|---|
| Coefficient of variation (CV) | 1.6707429 |
| Kurtosis | 186.9711 |
| Mean | 13890.407 |
| Median Absolute Deviation (MAD) | 2795 |
| Skewness | 11.438435 |
| Sum | 50852780 |
| Variance | 5.3857875 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 27 | 0.7% |
| 8000 | 19 | 0.5% |
| 5000 | 17 | 0.5% |
| 12500 | 14 | 0.4% |
| 22222 | 13 | 0.4% |
| 11111 | 13 | 0.4% |
| 6666 | 13 | 0.4% |
| 7500 | 12 | 0.3% |
| 8333 | 12 | 0.3% |
| 33333 | 11 | 0.3% |
| Other values (2641) | 3510 | |
| (Missing) | 17 | 0.5% |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 2559 |
|---|---|
| Distinct (%) | 69.9% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2888.0328 |
| Minimum | 50 |
|---|---|
| Maximum | 875000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 519.06 |
| Q1 | 1232.6 |
| median | 1733 |
| Q3 | 2300.09 |
| 95-th percentile | 4245.68 |
| Maximum | 875000 |
| Range | 874950 |
| Interquartile range (IQR) | 1067.49 |
Descriptive statistics
| Standard deviation | 23164.348 |
|---|---|
| Coefficient of variation (CV) | 8.0208049 |
| Kurtosis | 942.2872 |
| Mean | 2888.0328 |
| Median Absolute Deviation (MAD) | 532.93 |
| Skewness | 29.735023 |
| Sum | 10573088 |
| Variance | 5.3658701 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3240 | 43 | 1.2% |
| 2700 | 36 | 1.0% |
| 2000 | 33 | 0.9% |
| 1800 | 32 | 0.9% |
| 900 | 28 | 0.8% |
| 1350 | 20 | 0.5% |
| 2250 | 20 | 0.5% |
| 1000 | 18 | 0.5% |
| 1650.17 | 17 | 0.5% |
| 4500 | 17 | 0.5% |
| Other values (2549) | 3397 | |
| (Missing) | 17 | 0.5% |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875000 | 1 | |
| 642857.14 | 1 | |
| 620000 | 1 | |
| 566666.67 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517.24 | 2 | |
| 65261 | 1 | |
| 58227.85 | 1 |
areaWithType
Text
| Distinct | 2355 |
|---|---|
| Distinct (%) | 64.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 428.3 KiB |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 54.242795 |
| Min length | 12 |
Characters and Unicode
| Total characters | 199505 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1848 ? |
|---|---|
| Unique (%) | 50.2% |
Sample
| 1st row | Super Built up area 1735(161.19 sq.m.) |
|---|---|
| 2nd row | Super Built up area 597(55.46 sq.m.)Carpet area: 535.4 sq.ft. (49.74 sq.m.) |
| 3rd row | Super Built up area 1780(165.37 sq.m.) |
| 4th row | Super Built up area 1579(146.69 sq.m.)Built Up area: 1420 sq.ft. (131.92 sq.m.)Carpet area: 1220 sq.ft. (113.34 sq.m.) |
| 5th row | Built Up area: 1433 (133.13 sq.m.) |
| Value | Count | Frequency (%) |
| area | 5575 | |
| sq.m | 3656 | |
| up | 3022 | 10.0% |
| built | 2317 | 7.7% |
| super | 1876 | 6.2% |
| sq.ft | 1752 | 5.8% |
| sq.m.)carpet | 1185 | 3.9% |
| sq.m.)built | 703 | 2.3% |
| carpet | 683 | 2.3% |
| plot | 681 | 2.3% |
| Other values (2846) | 8703 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26475 | 13.3% | |
| . | 20397 | 10.2% |
| a | 13158 | 6.6% |
| r | 9459 | 4.7% |
| e | 9323 | 4.7% |
| 1 | 9209 | 4.6% |
| s | 7570 | 3.8% |
| q | 7434 | 3.7% |
| t | 7327 | 3.7% |
| u | 6774 | 3.4% |
| Other values (25) | 82379 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 82791 | |
| Decimal Number | 47153 | |
| Space Separator | 26475 | 13.3% |
| Other Punctuation | 23415 | 11.7% |
| Uppercase Letter | 8597 | 4.3% |
| Close Punctuation | 5537 | 2.8% |
| Open Punctuation | 5537 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13158 | |
| r | 9459 | |
| e | 9323 | |
| s | 7570 | |
| q | 7434 | |
| t | 7327 | |
| u | 6774 | |
| p | 6770 | |
| m | 5546 | |
| l | 3703 | 4.5% |
| Other values (5) | 5727 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9209 | |
| 0 | 6631 | |
| 2 | 5689 | |
| 5 | 4716 | |
| 3 | 3963 | |
| 4 | 3712 | |
| 6 | 3675 | 7.8% |
| 7 | 3254 | 6.9% |
| 8 | 3158 | 6.7% |
| 9 | 3146 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3022 | |
| S | 1876 | |
| C | 1872 | |
| U | 1146 | 13.3% |
| P | 681 | 7.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20397 | |
| : | 3018 | 12.9% |
Space Separator
| Value | Count | Frequency (%) |
| 26475 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5537 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5537 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 108117 | |
| Latin | 91388 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13158 | |
| r | 9459 | |
| e | 9323 | |
| s | 7570 | |
| q | 7434 | |
| t | 7327 | |
| u | 6774 | |
| p | 6770 | |
| m | 5546 | 6.1% |
| l | 3703 | 4.1% |
| Other values (10) | 14324 |
Common
| Value | Count | Frequency (%) |
| 26475 | ||
| . | 20397 | |
| 1 | 9209 | 8.5% |
| 0 | 6631 | 6.1% |
| 2 | 5689 | 5.3% |
| ) | 5537 | 5.1% |
| ( | 5537 | 5.1% |
| 5 | 4716 | 4.4% |
| 3 | 3963 | 3.7% |
| 4 | 3712 | 3.4% |
| Other values (5) | 16251 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 199505 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 26475 | 13.3% | |
| . | 20397 | 10.2% |
| a | 13158 | 6.6% |
| r | 9459 | 4.7% |
| e | 9323 | 4.7% |
| 1 | 9209 | 4.6% |
| s | 7570 | 3.8% |
| q | 7434 | 3.7% |
| t | 7327 | 3.7% |
| u | 6774 | 3.4% |
| Other values (25) | 82379 |
bedRoom
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3599782 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8973801 |
|---|---|
| Coefficient of variation (CV) | 0.56470012 |
| Kurtosis | 18.218941 |
| Mean | 3.3599782 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.4857171 |
| Sum | 12358 |
| Variance | 3.6000513 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1497 | |
| 2 | 942 | |
| 4 | 660 | |
| 5 | 210 | 5.7% |
| 1 | 124 | 3.4% |
| 6 | 74 | 2.0% |
| 9 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 12 | 28 | 0.8% |
| 7 | 28 | 0.8% |
| Other values (9) | 44 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 124 | 3.4% |
| 2 | 942 | |
| 3 | 1497 | |
| 4 | 660 | |
| 5 | 210 | 5.7% |
| 6 | 74 | 2.0% |
| 7 | 28 | 0.8% |
| 8 | 30 | 0.8% |
| 9 | 41 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 28 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
bathroom
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4244154 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9478158 |
|---|---|
| Coefficient of variation (CV) | 0.56880241 |
| Kurtosis | 17.548118 |
| Mean | 3.4244154 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.2493833 |
| Sum | 12595 |
| Variance | 3.7939863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1078 | |
| 2 | 1047 | |
| 4 | 820 | |
| 5 | 294 | 8.0% |
| 1 | 156 | 4.2% |
| 6 | 117 | 3.2% |
| 9 | 41 | 1.1% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 12 | 22 | 0.6% |
| Other values (9) | 38 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 156 | 4.2% |
| 2 | 1047 | |
| 3 | 1078 | |
| 4 | 820 | |
| 5 | 294 | 8.0% |
| 6 | 117 | 3.2% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 9 | 41 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
balcony
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 238.2 KiB |
| 3+ | |
|---|---|
| 3 | |
| 2 | |
| 1 | |
| 0 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3186514 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4850 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3+ |
| 4th row | 2 |
| 5th row | 3+ |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1172 | |
| 3 | 1075 | |
| 2 | 884 | |
| 1 | 365 | 9.9% |
| 0 | 182 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2247 | |
| 2 | 884 | 24.0% |
| 1 | 365 | 9.9% |
| 0 | 182 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2247 | |
| + | 1172 | |
| 2 | 884 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 | |
| Math Symbol | 1172 | 24.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2247 | |
| 2 | 884 | 24.0% |
| 1 | 365 | 9.9% |
| 0 | 182 | 4.9% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1172 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4850 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2247 | |
| + | 1172 | |
| 2 | 884 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4850 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2247 | |
| + | 1172 | |
| 2 | 884 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
floorNum
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 143 |
| Missing (%) | 3.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0347949 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 6 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.9785676 |
|---|---|
| Coefficient of variation (CV) | 0.84985671 |
| Kurtosis | 4.6158719 |
| Mean | 7.0347949 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.7150291 |
| Sum | 24868 |
| Variance | 35.743271 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 498 | |
| 2 | 493 | |
| 1 | 351 | |
| 4 | 316 | 8.6% |
| 8 | 195 | 5.3% |
| 6 | 183 | 5.0% |
| 10 | 179 | 4.9% |
| 7 | 176 | 4.8% |
| 5 | 169 | 4.6% |
| 9 | 161 | 4.4% |
| Other values (33) | 814 |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.2% |
| 1 | 351 | |
| 2 | 493 | |
| 3 | 498 | |
| 4 | 316 | |
| 5 | 169 | 4.6% |
| 6 | 183 | 5.0% |
| 7 | 176 | 4.8% |
| 8 | 195 | 5.3% |
| 9 | 161 | 4.4% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1045 |
| Missing (%) | 28.4% |
| Memory size | 233.7 KiB |
| North-East | |
|---|---|
| East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8393468 |
| Min length | 4 |
Characters and Unicode
| Total characters | 18008 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | North |
|---|---|
| 2nd row | North |
| 3rd row | North-East |
| 4th row | East |
| 5th row | North-West |
Common Values
| Value | Count | Frequency (%) |
| North-East | 624 | |
| East | 623 | |
| North | 387 | 10.5% |
| West | 249 | 6.8% |
| South | 231 | 6.3% |
| North-West | 193 | 5.2% |
| South-East | 173 | 4.7% |
| South-West | 153 | 4.2% |
| (Missing) | 1045 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| north-east | 624 | |
| east | 623 | |
| north | 387 | |
| west | 249 | 9.5% |
| south | 231 | 8.8% |
| north-west | 193 | 7.3% |
| south-east | 173 | 6.6% |
| south-west | 153 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3776 | |
| s | 2015 | |
| o | 1761 | |
| h | 1761 | |
| E | 1420 | 7.9% |
| a | 1420 | 7.9% |
| N | 1204 | 6.7% |
| r | 1204 | 6.7% |
| - | 1143 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13089 | |
| Uppercase Letter | 3776 | 21.0% |
| Dash Punctuation | 1143 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3776 | |
| s | 2015 | |
| o | 1761 | |
| h | 1761 | |
| a | 1420 | 10.8% |
| r | 1204 | 9.2% |
| e | 595 | 4.5% |
| u | 557 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1420 | |
| N | 1204 | |
| W | 595 | |
| S | 557 | 14.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1143 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16865 | |
| Common | 1143 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3776 | |
| s | 2015 | |
| o | 1761 | |
| h | 1761 | |
| E | 1420 | 8.4% |
| a | 1420 | 8.4% |
| N | 1204 | 7.1% |
| r | 1204 | 7.1% |
| W | 595 | 3.5% |
| e | 595 | 3.5% |
| Other values (2) | 1114 | 6.6% |
Common
| Value | Count | Frequency (%) |
| - | 1143 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3776 | |
| s | 2015 | |
| o | 1761 | |
| h | 1761 | |
| E | 1420 | 7.9% |
| a | 1420 | 7.9% |
| N | 1204 | 6.7% |
| r | 1204 | 6.7% |
| - | 1143 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 281.6 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.387167 |
| Min length | 9 |
Characters and Unicode
| Total characters | 49238 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Relatively New |
|---|---|
| 2nd row | Relatively New |
| 3rd row | Old Property |
| 4th row | Relatively New |
| 5th row | Undefined |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1646 | |
| New Property | 593 | 16.1% |
| Moderately Old | 563 | 15.3% |
| Undefined | 306 | 8.3% |
| Old Property | 303 | 8.2% |
| Under Construction | 267 | 7.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2239 | |
| relatively | 1646 | |
| property | 896 | |
| old | 866 | 12.3% |
| moderately | 563 | 8.0% |
| undefined | 306 | 4.3% |
| under | 267 | 3.8% |
| construction | 267 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8432 | |
| l | 4721 | 9.6% |
| t | 3639 | 7.4% |
| 3372 | 6.8% | |
| y | 3105 | 6.3% |
| r | 2889 | 5.9% |
| d | 2308 | 4.7% |
| N | 2239 | 4.5% |
| w | 2239 | 4.5% |
| i | 2219 | 4.5% |
| Other values (15) | 14075 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 38816 | |
| Uppercase Letter | 7050 | 14.3% |
| Space Separator | 3372 | 6.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8432 | |
| l | 4721 | |
| t | 3639 | |
| y | 3105 | 8.0% |
| r | 2889 | 7.4% |
| d | 2308 | 5.9% |
| w | 2239 | 5.8% |
| i | 2219 | 5.7% |
| a | 2209 | 5.7% |
| o | 1993 | 5.1% |
| Other values (7) | 5062 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2239 | |
| R | 1646 | |
| P | 896 | |
| O | 866 | 12.3% |
| U | 573 | 8.1% |
| M | 563 | 8.0% |
| C | 267 | 3.8% |
Space Separator
| Value | Count | Frequency (%) |
| 3372 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 45866 | |
| Common | 3372 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8432 | |
| l | 4721 | 10.3% |
| t | 3639 | 7.9% |
| y | 3105 | 6.8% |
| r | 2889 | 6.3% |
| d | 2308 | 5.0% |
| N | 2239 | 4.9% |
| w | 2239 | 4.9% |
| i | 2219 | 4.8% |
| a | 2209 | 4.8% |
| Other values (14) | 11866 |
Common
| Value | Count | Frequency (%) |
| 3372 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49238 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8432 | |
| l | 4721 | 9.6% |
| t | 3639 | 7.4% |
| 3372 | 6.8% | |
| y | 3105 | 6.3% |
| r | 2889 | 5.9% |
| d | 2308 | 4.7% |
| N | 2239 | 4.5% |
| w | 2239 | 4.5% |
| i | 2219 | 4.5% |
| Other values (15) | 14075 |
super_built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 593 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 1802 |
| Missing (%) | 49.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1925.0659 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 767 |
| Q1 | 1479.75 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3185 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 735.25 |
Descriptive statistics
| Standard deviation | 764.00459 |
|---|---|
| Coefficient of variation (CV) | 0.39687193 |
| Kurtosis | 10.355435 |
| Mean | 1925.0659 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.8373191 |
| Sum | 3611423.5 |
| Variance | 583703.02 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 37 | 1.0% |
| 1950 | 37 | 1.0% |
| 2000 | 25 | 0.7% |
| 1578 | 25 | 0.7% |
| 1640 | 22 | 0.6% |
| 2150 | 22 | 0.6% |
| 2408 | 19 | 0.5% |
| 1900 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| 2812 | 17 | 0.5% |
| Other values (583) | 1635 | |
| (Missing) | 1802 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 1 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 644 |
|---|---|
| Distinct (%) | 38.1% |
| Missing | 1987 |
| Missing (%) | 54.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2379.0657 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 240.5 |
| Q1 | 1100 |
| median | 1650 |
| Q3 | 2400 |
| 95-th percentile | 4690 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1300 |
Descriptive statistics
| Standard deviation | 17937.584 |
|---|---|
| Coefficient of variation (CV) | 7.5397598 |
| Kurtosis | 1668.8561 |
| Mean | 2379.0657 |
| Median Absolute Deviation (MAD) | 650 |
| Skewness | 40.718593 |
| Sum | 4023000 |
| Variance | 3.2175691 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.1% |
| 3240 | 37 | 1.0% |
| 1900 | 34 | 0.9% |
| 2700 | 33 | 0.9% |
| 1350 | 33 | 0.9% |
| 900 | 28 | 0.8% |
| 1600 | 26 | 0.7% |
| 2000 | 24 | 0.7% |
| 1300 | 24 | 0.7% |
| 1700 | 23 | 0.6% |
| Other values (634) | 1388 | |
| (Missing) | 1987 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
carpet_area
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 733 |
|---|---|
| Distinct (%) | 39.2% |
| Missing | 1806 |
| Missing (%) | 49.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2529.1795 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 350 |
| Q1 | 843 |
| median | 1300 |
| Q3 | 1790 |
| 95-th percentile | 2950 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 947 |
Descriptive statistics
| Standard deviation | 22799.836 |
|---|---|
| Coefficient of variation (CV) | 9.0147166 |
| Kurtosis | 604.53764 |
| Mean | 2529.1795 |
| Median Absolute Deviation (MAD) | 472.5 |
| Skewness | 24.333239 |
| Sum | 4734624 |
| Variance | 5.1983254 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1800 | 35 | 1.0% |
| 1600 | 35 | 1.0% |
| 1200 | 31 | 0.8% |
| 1500 | 29 | 0.8% |
| 1650 | 28 | 0.8% |
| 1350 | 27 | 0.7% |
| 1300 | 23 | 0.6% |
| 1450 | 22 | 0.6% |
| 1000 | 22 | 0.6% |
| Other values (723) | 1578 | |
| (Missing) | 1806 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
study room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3678 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2973 | |
| 1 | 705 | 19.2% |
servant room
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3678 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2350 | |
| 1 | 1328 |
store room
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3678 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3340 | |
| 1 | 338 | 9.2% |
pooja room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3678 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3022 | |
| 1 | 656 | 17.8% |
others
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3678 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3273 | |
| 1 | 405 | 11.0% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.1 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 206 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3678 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2416 | |
| 1 | 1056 | |
| 2 | 206 | 5.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2416 | |
| 1 | 1056 | |
| 2 | 206 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2416 | |
| 1 | 1056 | |
| 2 | 206 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3678 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2416 | |
| 1 | 1056 | |
| 2 | 206 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3678 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2416 | |
| 1 | 1056 | |
| 2 | 206 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3678 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2416 | |
| 1 | 1056 | |
| 2 | 206 | 5.6% |
luxury_score
Real number (ℝ)
ZEROS 
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.511419 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 462 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31 |
| median | 59 |
| Q3 | 110 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 79 |
Descriptive statistics
| Standard deviation | 53.051945 |
|---|---|
| Coefficient of variation (CV) | 0.74186676 |
| Kurtosis | -0.87958765 |
| Mean | 71.511419 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 0.45919115 |
| Sum | 263019 |
| Variance | 2814.5088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 462 | 12.6% |
| 49 | 348 | 9.5% |
| 174 | 195 | 5.3% |
| 44 | 60 | 1.6% |
| 38 | 55 | 1.5% |
| 165 | 55 | 1.5% |
| 72 | 52 | 1.4% |
| 60 | 47 | 1.3% |
| 37 | 45 | 1.2% |
| 42 | 45 | 1.2% |
| Other values (151) | 2314 |
| Value | Count | Frequency (%) |
| 0 | 462 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 9 | 9 | 0.2% |
| 12 | 6 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 43 | 1.2% |
| Value | Count | Frequency (%) |
| 174 | 195 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 10 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 28 | 0.8% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
| agePossession | area | balcony | bathroom | bedRoom | built_up_area | carpet_area | facing | floorNum | furnishing_type | luxury_score | others | pooja room | price | price_per_sqft | property_type | servant room | store room | study room | super_built_up_area | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| agePossession | 1.000 | -0.117 | 0.274 | -0.145 | -0.159 | -0.109 | -0.066 | 0.092 | 0.085 | 0.215 | -0.069 | 0.108 | 0.187 | -0.135 | -0.107 | 0.379 | 0.287 | 0.143 | 0.140 | -0.082 |
| area | -0.117 | 1.000 | 0.011 | 0.687 | 0.624 | 0.835 | 0.801 | 0.022 | 0.108 | 0.043 | 0.259 | 0.042 | 0.037 | 0.744 | 0.206 | 0.028 | 0.015 | 0.039 | 0.018 | 0.948 |
| balcony | 0.274 | 0.011 | 1.000 | 0.515 | 0.434 | 0.356 | 0.468 | 0.016 | 0.160 | 0.179 | 0.328 | 0.082 | 0.197 | 0.465 | 0.187 | 0.214 | 0.441 | 0.146 | 0.182 | 0.510 |
| bathroom | -0.145 | 0.687 | 0.515 | 1.000 | 0.862 | 0.465 | 0.599 | 0.044 | -0.031 | 0.198 | 0.179 | 0.070 | 0.286 | 0.720 | 0.411 | 0.472 | 0.520 | 0.244 | 0.176 | 0.819 |
| bedRoom | -0.159 | 0.624 | 0.434 | 0.862 | 1.000 | 0.380 | 0.569 | 0.032 | -0.136 | 0.168 | 0.057 | 0.079 | 0.291 | 0.681 | 0.417 | 0.595 | 0.317 | 0.223 | 0.154 | 0.799 |
| built_up_area | -0.109 | 0.835 | 0.356 | 0.465 | 0.380 | 1.000 | 0.969 | 1.000 | 0.089 | 0.088 | 0.289 | 0.012 | 0.000 | 0.605 | 0.132 | 0.000 | 0.000 | 0.010 | 0.000 | 0.926 |
| carpet_area | -0.066 | 0.801 | 0.468 | 0.599 | 0.569 | 0.969 | 1.000 | 0.000 | 0.167 | 0.000 | 0.239 | 0.016 | 0.000 | 0.613 | 0.136 | 0.000 | 0.000 | 0.000 | 0.003 | 0.894 |
| facing | 0.092 | 0.022 | 0.016 | 0.044 | 0.032 | 1.000 | 0.000 | 1.000 | 0.011 | 0.049 | 0.069 | 0.000 | 0.029 | -0.013 | -0.028 | 0.094 | 0.036 | 0.036 | 0.000 | 0.019 |
| floorNum | 0.085 | 0.108 | 0.160 | -0.031 | -0.136 | 0.089 | 0.167 | 0.011 | 1.000 | 0.016 | 0.246 | 0.035 | 0.107 | -0.022 | -0.147 | 0.513 | 0.072 | 0.121 | 0.084 | 0.147 |
| furnishing_type | 0.215 | 0.043 | 0.179 | 0.198 | 0.168 | 0.088 | 0.000 | 0.049 | 0.016 | 1.000 | 0.313 | 0.059 | 0.216 | 0.307 | 0.244 | 0.080 | 0.271 | 0.156 | 0.142 | 0.163 |
| luxury_score | -0.069 | 0.259 | 0.328 | 0.179 | 0.057 | 0.289 | 0.239 | 0.069 | 0.246 | 0.313 | 1.000 | 0.176 | 0.189 | 0.215 | 0.054 | 0.329 | 0.347 | 0.228 | 0.183 | 0.222 |
| others | 0.108 | 0.042 | 0.082 | 0.070 | 0.079 | 0.012 | 0.016 | 0.000 | 0.035 | 0.059 | 0.176 | 1.000 | 0.033 | -0.001 | -0.019 | 0.026 | 0.000 | 0.106 | 0.031 | -0.016 |
| pooja room | 0.187 | 0.037 | 0.197 | 0.286 | 0.291 | 0.000 | 0.000 | 0.029 | 0.107 | 0.216 | 0.189 | 0.033 | 1.000 | 0.268 | 0.198 | 0.252 | 0.252 | 0.305 | 0.313 | 0.110 |
| price | -0.135 | 0.744 | 0.465 | 0.720 | 0.681 | 0.605 | 0.613 | -0.013 | -0.022 | 0.307 | 0.215 | -0.001 | 0.268 | 1.000 | 0.744 | 0.543 | 0.369 | 0.303 | 0.244 | 0.772 |
| price_per_sqft | -0.107 | 0.206 | 0.187 | 0.411 | 0.417 | 0.132 | 0.136 | -0.028 | -0.147 | 0.244 | 0.054 | -0.019 | 0.198 | 0.744 | 1.000 | 0.201 | 0.044 | 0.000 | 0.030 | 0.287 |
| property_type | 0.379 | 0.028 | 0.214 | 0.472 | 0.595 | 0.000 | 0.000 | 0.094 | 0.513 | 0.080 | 0.329 | 0.026 | 0.252 | 0.543 | 0.201 | 1.000 | 0.065 | 0.241 | 0.128 | NaN |
| servant room | 0.287 | 0.015 | 0.441 | 0.520 | 0.317 | 0.000 | 0.000 | 0.036 | 0.072 | 0.271 | 0.347 | 0.000 | 0.252 | 0.369 | 0.044 | 0.065 | 1.000 | 0.161 | 0.185 | 0.657 |
| store room | 0.143 | 0.039 | 0.146 | 0.244 | 0.223 | 0.010 | 0.000 | 0.036 | 0.121 | 0.156 | 0.228 | 0.106 | 0.305 | 0.303 | 0.000 | 0.241 | 0.161 | 1.000 | 0.226 | 0.033 |
| study room | 0.140 | 0.018 | 0.182 | 0.176 | 0.154 | 0.000 | 0.003 | 0.000 | 0.084 | 0.142 | 0.183 | 0.031 | 0.313 | 0.244 | 0.030 | 0.128 | 0.185 | 0.226 | 1.000 | -0.015 |
| super_built_up_area | -0.082 | 0.948 | 0.510 | 0.819 | 0.799 | 0.926 | 0.894 | 0.019 | 0.147 | 0.163 | 0.222 | -0.016 | 0.110 | 0.772 | 0.287 | NaN | 0.657 | 0.033 | -0.015 | 1.000 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | vatika gurgaon | sector 83 | 1.40 | 6628.0 | 2112.25 | Super Built up area 1735(161.19 sq.m.) | 3 | 3 | 2 | 7.0 | NaN | Relatively New | 1735.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 74 |
| 1 | flat | rof aalayas | sector 102 | 0.45 | 8404.0 | 535.46 | Super Built up area 597(55.46 sq.m.)Carpet area: 535.4 sq.ft. (49.74 sq.m.) | 2 | 2 | 1 | 14.0 | North | Relatively New | 597.0 | NaN | 535.4 | 0 | 0 | 0 | 0 | 0 | 2 | 57 |
| 2 | flat | bestech park view residency | sector 2 | 1.40 | 7865.0 | 1780.04 | Super Built up area 1780(165.37 sq.m.) | 3 | 3 | 3+ | 6.0 | North | Old Property | 1780.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 2 | 107 |
| 3 | flat | la vida by tata housing | sector 113 | 1.65 | 10449.0 | 1579.10 | Super Built up area 1579(146.69 sq.m.)Built Up area: 1420 sq.ft. (131.92 sq.m.)Carpet area: 1220 sq.ft. (113.34 sq.m.) | 3 | 2 | 2 | 3.0 | North-East | Relatively New | 1579.0 | 1420.0 | 1220.0 | 0 | 0 | 0 | 0 | 0 | 0 | 49 |
| 4 | flat | m3m heights | sector 65 | 2.15 | 15003.0 | 1433.05 | Built Up area: 1433 (133.13 sq.m.) | 2 | 2 | 3+ | 28.0 | East | Undefined | NaN | 1433.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 48 |
| 5 | flat | supertech araville | sector 79 | 0.80 | 5266.0 | 1519.18 | Carpet area: 1519 (141.12 sq.m.) | 2 | 2 | 2 | 12.0 | NaN | New Property | NaN | NaN | 1519.0 | 1 | 0 | 0 | 0 | 0 | 0 | 49 |
| 6 | flat | dlf new town heights | sector 90 | 1.15 | 5958.0 | 1930.18 | Super Built up area 1930(179.3 sq.m.) | 3 | 3 | 3+ | 9.0 | North-West | Relatively New | 1930.0 | NaN | NaN | 0 | 1 | 0 | 1 | 0 | 0 | 88 |
| 7 | house | independent | sector 49 | 4.50 | 15625.0 | 2880.00 | Plot area 320(267.56 sq.m.) | 8 | 8 | 3 | 3.0 | North-East | Moderately Old | NaN | 2880.0 | NaN | 1 | 1 | 1 | 1 | 0 | 2 | 151 |
| 8 | flat | emaar mgf the palm drive | sector 66 | 3.00 | 15384.0 | 1950.08 | Super Built up area 1950(181.16 sq.m.)Built Up area: 1720 sq.ft. (159.79 sq.m.)Carpet area: 1620 sq.ft. (150.5 sq.m.) | 3 | 3 | 2 | 12.0 | East | Relatively New | 1950.0 | 1720.0 | 1620.0 | 0 | 1 | 0 | 0 | 0 | 0 | 96 |
| 9 | house | independent | sector 23 | 5.50 | 13095.0 | 4200.00 | Plot area 4200(390.19 sq.m.) | 9 | 9 | 3+ | 3.0 | South | Moderately Old | NaN | 4200.0 | NaN | 0 | 1 | 0 | 0 | 1 | 1 | 0 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3792 | flat | dlf new town heights | sector 91 | 1.65 | 6345.0 | 2600.47 | Super Built up area 2364(219.62 sq.m.) | 4 | 4 | 3+ | 11.0 | West | Moderately Old | 2364.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 72 |
| 3794 | flat | tulip violet | sector 69 | 1.55 | 9822.0 | 1578.09 | Super Built up area 1578(146.6 sq.m.) | 3 | 3 | 2 | NaN | West | Relatively New | 1578.0 | NaN | NaN | 0 | 0 | 0 | 1 | 0 | 1 | 129 |
| 3795 | flat | vatika the seven lamps | sector 82 | 1.39 | 6412.0 | 2167.81 | Super Built up area 2160(200.67 sq.m.) | 3 | 3 | 3+ | 11.0 | East | Relatively New | 2160.0 | NaN | NaN | 1 | 1 | 0 | 0 | 0 | 1 | 117 |
| 3796 | flat | unitech sunbreeze | sector 69 | 1.00 | 5476.0 | 1826.15 | Built Up area: 1826 (169.64 sq.m.) | 4 | 3 | 0 | NaN | NaN | Undefined | NaN | 1826.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3797 | flat | rof ananda | sector 95 | 0.26 | 6842.0 | 380.01 | Carpet area: 380 (35.3 sq.m.) | 1 | 1 | 1 | 8.0 | North | New Property | NaN | NaN | 380.0 | 0 | 0 | 0 | 0 | 0 | 0 | 49 |
| 3798 | flat | dlf the ultima | sector 81 | 2.34 | 11185.0 | 2092.09 | Super Built up area 2092(194.35 sq.m.)Built Up area: 1760 sq.ft. (163.51 sq.m.)Carpet area: 1670 sq.ft. (155.15 sq.m.) | 3 | 4 | 3+ | 14.0 | South-East | Relatively New | 2092.0 | 1760.0 | 1670.0 | 0 | 1 | 0 | 0 | 0 | 2 | 174 |
| 3799 | flat | bestech park view grand spa | sector 81 | 2.35 | 8834.0 | 2660.18 | Super Built up area 2660(247.12 sq.m.)Carpet area: 2356 sq.ft. (218.88 sq.m.) | 3 | 4 | 3+ | 6.0 | North-East | Relatively New | 2660.0 | NaN | 2356.0 | 0 | 1 | 0 | 0 | 0 | 1 | 101 |
| 3800 | house | eldeco mansionz | sector 48 | 4.75 | 20299.0 | 2340.00 | Plot area 260(217.39 sq.m.) | 7 | 7 | 3 | 2.0 | North-East | Moderately Old | NaN | 2340.0 | NaN | 1 | 0 | 0 | 0 | 0 | 1 | 33 |
| 3801 | flat | tulip violet | sector 69 | 1.90 | 9452.0 | 2010.16 | Super Built up area 2010(186.74 sq.m.)Carpet area: 1500 sq.ft. (139.35 sq.m.) | 4 | 4 | 2 | 6.0 | West | Relatively New | 2010.0 | NaN | 1500.0 | 0 | 0 | 1 | 0 | 0 | 0 | 174 |
| 3802 | flat | ireo skyon | sector 60 | 3.75 | 13392.0 | 2800.18 | Super Built up area 2800(260.13 sq.m.)Built Up area: 2650 sq.ft. (246.19 sq.m.)Carpet area: 2350 sq.ft. (218.32 sq.m.) | 4 | 4 | 3 | 12.0 | North | Relatively New | 2800.0 | 2650.0 | 2350.0 | 0 | 1 | 0 | 0 | 0 | 1 | 49 |